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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

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Title
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation Guan-Nan Dong Chi-Man Pun Zheng Zhang 26 4 0 07 Sep 2021
Robust fine-tuning of zero-shot models Mitchell Wortsman Gabriel Ilharco Jong Wook Kim Mike Li Simon Kornblith ... Raphael Gontijo-Lopes Hannaneh Hajishirzi Ali Farhadi Hongseok Namkoong Ludwig Schmidt VLM 222 741 0 04 Sep 2021
Better Self-training for Image Classification through Self-supervision Attaullah Sahito E. Frank Bernhard Pfahringer VLM SSL 50 12 0 02 Sep 2021
Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes Chao Sun Zhedong Zheng Xiaohan Wang Mingliang Xu Yi Yang 3DPC SSL 68 25 0 01 Sep 2021
ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets Vitaliy Kinakh O. Taran S. Voloshynovskiy 62 12 0 31 Aug 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 168 536 0 31 Aug 2021
Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain Sajad Darabi Shayan Fazeli Ali Pazoki S. Sankararaman Majid Sarrafzadeh SSL 72 29 0 27 Aug 2021
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision Zhijian Liu Simon Stent Jie Li John Gideon Song Han VLM 106 10 0 26 Aug 2021
Semantically Coherent Out-of-Distribution Detection Jingkang Yang Haoqi Wang Xue Jiang Xiaopeng Yan Huabin Zheng Wayne Zhang Ziwei Liu OODD 105 131 0 26 Aug 2021
A Framework for Learning Ante-hoc Explainable Models via Concepts Anirban Sarkar Deepak Vijaykeerthy Anindya Sarkar V. Balasubramanian LRM BDL 93 50 0 25 Aug 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning Wei Feng Yuanjiang Wang Lihua Ma Ye Yuan Fangqiu Yi SSL 55 13 0 24 Aug 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 83 3 0 24 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 61 0 0 20 Aug 2021
Batch Curation for Unsupervised Contrastive Representation Learning Michael C. Welle Petra Poklukar Danica Kragic SSL 26 1 0 19 Aug 2021
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning Anjan Dutta Massimiliano Mancini Zeynep Akata SSL 46 0 0 19 Aug 2021
Self-Supervised Video Representation Learning with Meta-Contrastive Network Yuanze Lin Xun Guo Yan Lu SSL 71 41 0 19 Aug 2021
Self-Supervised Visual Representations Learning by Contrastive Mask Prediction Yucheng Zhao Guangting Wang Chong Luo Wenjun Zeng Zhengjun Zha ISeg SSL 89 46 0 18 Aug 2021
MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions Penghua Zhai Huaiwei Cong Gangming Zhao Chaowei Fang Jinpeng Li Ting Cai Huiguang He 72 10 0 17 Aug 2021
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images Xiaochen Zheng B. Kellenberger R. Gong I. Hajnsek D. Tuia 32 13 0 17 Aug 2021
Investigating a Baseline Of Self Supervised Learning Towards Reducing Labeling Costs For Image Classification Hilal AlQuabeh Ameera Bawazeer Abdulateef Alhashmi SSL 23 3 0 17 Aug 2021
Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping Rahul Ghosh X. Jia Chenxi Lin Zhenong Jin Vipin Kumar SSL 48 9 0 16 Aug 2021
Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology C. Srinidhi Anne L. Martel 113 22 0 16 Aug 2021
SSH: A Self-Supervised Framework for Image Harmonization Yi Ding He Zhang Jianming Zhang Yilin Wang Zhe Lin Kalyan Sunkavalli Simon Chen Sohrab Amirghodsi Sarah Kong Zhangyang Wang 85 87 0 15 Aug 2021
Self-supervised Contrastive Learning of Multi-view Facial Expressions Shuvendu Roy Ali Etemad 91 38 0 15 Aug 2021
Collaborative Unsupervised Visual Representation Learning from Decentralized Data Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang Shuai Yi FedML 116 99 0 14 Aug 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring Omiros Pantazis Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha SSL 61 30 0 14 Aug 2021
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Chenyu You Yuan Zhou Ruihan Zhao Lawrence H. Staib James S. Duncan 133 233 0 13 Aug 2021
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning Junkai Huang Chaowei Fang Weikai Chen Z. Chai Xiaolin K. Wei Pengxu Wei Liang Lin Guanbin Li OODD 85 66 0 12 Aug 2021
How Self-Supervised Learning Can be Used for Fine-Grained Head Pose Estimation? Mahdi Pourmirzaei Farzaneh Esmaili G. Montazer Sasan Karamizadeh Seyedehsamaneh Shojaeilangari 62 0 0 10 Aug 2021
No-Reference Image Quality Assessment by Hallucinating Pristine Features Baoliang Chen Lingyu Zhu Chenqi Kong Hanwei Zhu Shiqi Wang Zhu Li 94 30 0 09 Aug 2021
Towards to Robust and Generalized Medical Image Segmentation Framework Yurong Chen OOD 57 3 0 09 Aug 2021
P-WAE: Generalized Patch-Wasserstein Autoencoder for Anomaly Screening Yurong Chen 123 0 0 09 Aug 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 81 133 0 08 Aug 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 106 62 0 07 Aug 2021
Spatiotemporal Contrastive Learning of Facial Expressions in Videos Shuvendu Roy Ali Etemad 108 18 0 06 Aug 2021
Instance Similarity Learning for Unsupervised Feature Representation Ziwei Wang Yunsong Wang Ziyi Wu Jiwen Lu Jie Zhou GAN 59 8 0 05 Aug 2021
A Low Rank Promoting Prior for Unsupervised Contrastive Learning Yu Wang Jingyang Lin Qi Cai Yingwei Pan Ting Yao Hongyang Chao Tao Mei SSL 91 16 0 05 Aug 2021
Co-learning: Learning from Noisy Labels with Self-supervision Cheng Tan Jun Xia Lirong Wu Stan Z. Li NoLa 133 127 0 05 Aug 2021
Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis Fayao Liu Guosheng Lin Chuan-Sheng Foo Chaitanya K. Joshi Jie Lin 3DPC 29 6 0 04 Aug 2021
Self-supervised Learning with Local Attention-Aware Feature T. Pham R. Mina Dias Issa Chang D. Yoo 70 5 0 01 Aug 2021
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning Jinyuan Jia Yupei Liu Neil Zhenqiang Gong SILM SSL 125 159 0 01 Aug 2021
Self-Supervised Regional and Temporal Auxiliary Tasks for Facial Action Unit Recognition Jingwei Yan Jingjing Wang Qiang Li Chunmao Wang Shiliang Pu ViT CVBM 20 10 0 30 Jul 2021
Self-Supervised Learning for Fine-Grained Image Classification Farha Al Breiki Muhammad Ridzuan Rushali Grandhe SSL 79 6 0 29 Jul 2021
Hierarchical Self-supervised Augmented Knowledge Distillation Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu SSL 103 81 0 29 Jul 2021
Experimenting with Self-Supervision using Rotation Prediction for Image Captioning Ahmed Elhagry Karima Kadaoui SSL 27 0 0 28 Jul 2021
Discriminative-Generative Representation Learning for One-Class Anomaly Detection X. Xia Xizhou Pan Xing He Jingfei Zhang Ning Ding Lin Ma 64 4 0 27 Jul 2021
AASAE: Augmentation-Augmented Stochastic Autoencoders William Falcon A. Jha Teddy Koker Kyunghyun Cho 100 0 0 26 Jul 2021
On the Memorization Properties of Contrastive Learning Ildus Sadrtdinov Nadezhda Chirkova E. Lobacheva SSL 34 3 0 21 Jul 2021
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning Denis Yarats Rob Fergus A. Lazaric Lerrel Pinto OffRL 133 351 0 20 Jul 2021
Parametric Scattering Networks Shanel Gauthier Benjamin Thérien Laurent Alsene-Racicot Muawiz Chaudhary Irina Rish Eugene Belilovsky Michael Eickenberg Guy Wolf 86 18 0 20 Jul 2021